Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation provides parity between Linux and Windows in the main extension lists and example payloads, but there are signs of Windows bias. Several extensions are Windows-only (e.g., Antimalware, Diagnostics, DSC, multiple HPC GPU drivers), and Windows tools/extensions are listed before Linux equivalents in several places. There is no mention of Linux troubleshooting tools or log locations, while Windows-centric patterns (like certificateStoreLocation: LocalMachine) are highlighted. No Linux shell or command-line examples are provided for troubleshooting, and the Application Health extension section does not discuss Linux-specific health monitoring approaches.
Recommendations
  • Ensure Linux and Windows extensions are listed in alternating or grouped order to avoid implicit prioritization.
  • Add Linux-specific troubleshooting steps, including log file locations and common shell commands for investigating extension issues.
  • Provide parity in extension support where possible, or clearly indicate when an extension is Windows-only and suggest Linux alternatives.
  • Include Linux shell (bash) examples for interacting with extensions, not just REST API payloads.
  • Discuss Linux-specific health monitoring approaches in the Application Health extension section.
  • Where Windows tools or patterns are mentioned (e.g., certificateStoreLocation: LocalMachine), provide Linux equivalents or explanations.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets